Margaret Atwood’s The Edible Woman and the Commercialization of Literary Scholarship
Bibliographic record
Abstract
Critics have long recognized the interrelated themes of consumption and consumerism in Margaret Atwood’s debut novel The Edible Woman (1969), but no commentator has yet examined how these concerns relate to another key theme: the state of literary scholarship. The theories of Theodore Roszak, Jean-Francois Lyotard, Lewis Hyde, and others reveal the novel to be deeply concerned with the commercialization of academic endeavours and the resultant corruption of scholarly values. Through the character of Duncan, a jaded English graduate student, Atwood explores the shift in literary studies from the idealistic pursuit of knowledge for its own sake to the self-interested pursuit of individual rewards, reputation, and career advancement. The Edible Woman reflects the conflicted attitudes that Atwood, a former graduate student, holds about the academy’s ability to privilege the disinterested pursuit of knowledge in the face of increasing pressures from the capitalist economy.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.020 | 0.042 |
| Scholarly communication | 0.012 | 0.006 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.003 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".